Table Data - All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:43 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 13.9675567733 |
| 1990-02-01 | 13.9868153768 |
| 1990-03-01 | 14.0808524197 |
| 1990-04-01 | 14.0768105446 |
| 1990-05-01 | 14.1414445086 |
| 1990-06-01 | 14.2805224214 |
| 1990-07-01 | 14.4982388988 |
| 1990-08-01 | 14.6120902784 |
| 1990-09-01 | 14.6701148813 |
| 1990-10-01 | 14.7178717856 |
| 1990-11-01 | 14.8014464535 |
| 1990-12-01 | 14.8615851704 |
| 1991-01-01 | 15.1622835169 |
| 1991-02-01 | 15.1825884890 |
| 1991-03-01 | 15.2767193476 |
| 1991-04-01 | 15.1704866269 |
| 1991-05-01 | 15.2399204468 |
| 1991-06-01 | 15.1893040738 |
| 1991-07-01 | 15.2063945138 |
| 1991-08-01 | 15.4412720531 |
| 1991-09-01 | 15.3708746959 |
| 1991-10-01 | 15.4069342985 |
| 1991-11-01 | 15.5772752825 |
| 1991-12-01 | 15.6444627769 |
| 1992-01-01 | 15.5813173179 |
| 1992-02-01 | 15.6902220264 |
| 1992-03-01 | 15.5878664842 |
| 1992-04-01 | 15.7576996360 |
| 1992-05-01 | 15.9390492659 |
| 1992-06-01 | 15.8904658489 |
| 1992-07-01 | 15.8113339263 |
| 1992-08-01 | 15.8621151742 |
| 1992-09-01 | 15.8694861095 |
| 1992-10-01 | 15.9942785166 |
| 1992-11-01 | 15.8446141130 |
| 1992-12-01 | 15.9337585477 |
| 1993-01-01 | 15.9116131202 |
| 1993-02-01 | 15.8091856555 |
| 1993-03-01 | 16.0103838650 |
| 1993-04-01 | 16.2431228181 |
| 1993-05-01 | 16.2348265928 |
| 1993-06-01 | 16.2776588175 |
| 1993-07-01 | 16.4178270271 |
| 1993-08-01 | 16.2819579756 |
| 1993-09-01 | 16.4623147848 |
| 1993-10-01 | 16.3762766459 |
| 1993-11-01 | 16.4140881228 |
| 1993-12-01 | 16.3198165074 |
| 1994-01-01 | 16.5474628128 |
| 1994-02-01 | 16.5318954017 |
| 1994-03-01 | 16.5319147595 |
| 1994-04-01 | 16.4277659956 |
| 1994-05-01 | 16.4363367687 |
| 1994-06-01 | 16.5609790290 |
| 1994-07-01 | 16.5121335777 |
| 1994-08-01 | 16.4857921752 |
| 1994-09-01 | 16.5372186223 |
| 1994-10-01 | 16.7750559502 |
| 1994-11-01 | 16.8903232544 |
| 1994-12-01 | 17.0197507287 |
| 1995-01-01 | 16.8693685932 |
| 1995-02-01 | 17.0489023850 |
| 1995-03-01 | 17.1487467850 |
| 1995-04-01 | 17.2240310574 |
| 1995-05-01 | 17.2304297712 |
| 1995-06-01 | 17.2380139587 |
| 1995-07-01 | 17.5341136944 |
| 1995-08-01 | 17.7051497355 |
| 1995-09-01 | 17.6227318807 |
| 1995-10-01 | 17.6711490187 |
| 1995-11-01 | 17.8748195966 |
| 1995-12-01 | 17.8116350448 |
| 1996-01-01 | 17.3823430961 |
| 1996-02-01 | 17.3596247488 |
| 1996-03-01 | 17.3572803716 |
| 1996-04-01 | 17.7272341123 |
| 1996-05-01 | 17.7319611634 |
| 1996-06-01 | 17.6207265725 |
| 1996-07-01 | 17.6363064244 |
| 1996-08-01 | 17.6804183191 |
| 1996-09-01 | 17.8115169185 |
| 1996-10-01 | 17.7803848589 |
| 1996-11-01 | 17.6858405843 |
| 1996-12-01 | 17.8189346618 |
| 1997-01-01 | 17.7841723535 |
| 1997-02-01 | 17.8703453893 |
| 1997-03-01 | 18.1656300552 |
| 1997-04-01 | 17.9346855591 |
| 1997-05-01 | 17.9234439363 |
| 1997-06-01 | 18.3079399850 |
| 1997-07-01 | 18.1453275373 |
| 1997-08-01 | 18.2739008916 |
| 1997-09-01 | 18.4115127515 |
| 1997-10-01 | 18.2691234740 |
| 1997-11-01 | 18.3959558772 |
| 1997-12-01 | 18.3133223927 |
| 1998-01-01 | 18.5849813166 |
| 1998-02-01 | 18.6858262268 |
| 1998-03-01 | 18.6703241553 |
| 1998-04-01 | 19.3322857998 |
| 1998-05-01 | 19.5211390495 |
| 1998-06-01 | 19.5125257570 |
| 1998-07-01 | 19.2407342233 |
| 1998-08-01 | 19.3734273405 |
| 1998-09-01 | 19.3096767185 |
| 1998-10-01 | 19.4563824199 |
| 1998-11-01 | 19.5090238725 |
| 1998-12-01 | 19.6152834857 |
| 1999-01-01 | 19.5734866670 |
| 1999-02-01 | 19.5948408349 |
| 1999-03-01 | 19.5715331952 |
| 1999-04-01 | 19.6320488723 |
| 1999-05-01 | 19.6182832891 |
| 1999-06-01 | 19.7027772187 |
| 1999-07-01 | 19.9289439798 |
| 1999-08-01 | 19.9705776504 |
| 1999-09-01 | 19.9298722383 |
| 1999-10-01 | 20.3355524433 |
| 1999-11-01 | 20.4205114373 |
| 1999-12-01 | 20.6180356233 |
| 2000-01-01 | 20.5759313176 |
| 2000-02-01 | 20.5924456191 |
| 2000-03-01 | 20.7656590265 |
| 2000-04-01 | 20.7215126190 |
| 2000-05-01 | 20.7220961016 |
| 2000-06-01 | 20.7112233299 |
| 2000-07-01 | 20.8151614096 |
| 2000-08-01 | 20.7691009291 |
| 2000-09-01 | 20.7413711781 |
| 2000-10-01 | 20.7232887597 |
| 2000-11-01 | 20.7438541441 |
| 2000-12-01 | 20.6473083574 |
| 2001-01-01 | 20.7850927074 |
| 2001-02-01 | 20.7870076616 |
| 2001-03-01 | 20.7572975156 |
| 2001-04-01 | 21.2003420016 |
| 2001-05-01 | 21.4137362987 |
| 2001-06-01 | 21.4055457567 |
| 2001-07-01 | 21.8219857872 |
| 2001-08-01 | 21.9856146440 |
| 2001-09-01 | 22.0456775109 |
| 2001-10-01 | 22.1066478465 |
| 2001-11-01 | 22.1561978000 |
| 2001-12-01 | 22.3574589029 |
| 2002-01-01 | 22.6108513147 |
| 2002-02-01 | 22.5686089211 |
| 2002-03-01 | 22.5380856010 |
| 2002-04-01 | 22.6764535164 |
| 2002-05-01 | 22.7059534732 |
| 2002-06-01 | 22.8975812196 |
| 2002-07-01 | 22.6329168601 |
| 2002-08-01 | 22.8912253877 |
| 2002-09-01 | 22.9241282779 |
| 2002-10-01 | 23.2150028275 |
| 2002-11-01 | 23.3869381999 |
| 2002-12-01 | 23.3704584737 |
| 2003-01-01 | 23.4361064490 |
| 2003-02-01 | 23.6441688747 |
| 2003-03-01 | 23.6270379729 |
| 2003-04-01 | 23.5570002114 |
| 2003-05-01 | 23.5982829367 |
| 2003-06-01 | 23.6757083490 |
| 2003-07-01 | 23.6571791949 |
| 2003-08-01 | 23.6846010340 |
| 2003-09-01 | 23.9092469105 |
| 2003-10-01 | 23.9345802174 |
| 2003-11-01 | 23.9072550133 |
| 2003-12-01 | 23.8680712576 |
| 2004-01-01 | 24.1706006570 |
| 2004-02-01 | 24.2202068579 |
| 2004-03-01 | 24.4231278408 |
| 2004-04-01 | 24.6506625295 |
| 2004-05-01 | 24.6050038417 |
| 2004-06-01 | 24.7780390720 |
| 2004-07-01 | 24.5689212843 |
| 2004-08-01 | 24.5606407455 |
| 2004-09-01 | 24.4797389472 |
| 2004-10-01 | 24.7467971971 |
| 2004-11-01 | 24.8177742403 |
| 2004-12-01 | 24.9475269762 |
| 2005-01-01 | 24.9033575166 |
| 2005-02-01 | 25.1223514841 |
| 2005-03-01 | 25.2336060113 |
| 2005-04-01 | 25.2517991338 |
| 2005-05-01 | 25.4084265939 |
| 2005-06-01 | 25.4906200371 |
| 2005-07-01 | 25.5759037396 |
| 2005-08-01 | 25.6162751365 |
| 2005-09-01 | 25.7613733128 |
| 2005-10-01 | 25.6550877952 |
| 2005-11-01 | 25.8015951951 |
| 2005-12-01 | 26.1251026295 |
| 2006-01-01 | 26.2429243488 |
| 2006-02-01 | 26.3389514137 |
| 2006-03-01 | 26.4496445817 |
| 2006-04-01 | 26.6620681461 |
| 2006-05-01 | 26.5967908020 |
| 2006-06-01 | 26.9269204006 |
| 2006-07-01 | 27.1792207687 |
| 2006-08-01 | 27.3656500184 |
| 2006-09-01 | 27.3455165288 |
| 2006-10-01 | 27.3544648945 |
| 2006-11-01 | 27.4892011725 |
| 2006-12-01 | 27.5120889605 |
| 2007-01-01 | 27.5636584070 |
| 2007-02-01 | 27.6593625522 |
| 2007-03-01 | 27.6730388926 |
| 2007-04-01 | 27.4584364176 |
| 2007-05-01 | 27.5824237319 |
| 2007-06-01 | 27.8547439129 |
| 2007-07-01 | 28.2798509075 |
| 2007-08-01 | 28.2137139070 |
| 2007-09-01 | 28.3599161141 |
| 2007-10-01 | 28.5492244379 |
| 2007-11-01 | 28.5737895879 |
| 2007-12-01 | 28.5218986638 |
| 2008-01-01 | 28.4756982662 |
| 2008-02-01 | 28.4569500130 |
| 2008-03-01 | 28.4815259449 |
| 2008-04-01 | 28.5467532190 |
| 2008-05-01 | 28.7601102485 |
| 2008-06-01 | 28.6847054298 |
| 2008-07-01 | 28.5840876682 |
| 2008-08-01 | 28.7012874704 |
| 2008-09-01 | 28.5690816400 |
| 2008-10-01 | 28.5331412749 |
| 2008-11-01 | 28.6793555365 |
| 2008-12-01 | 28.6517688690 |
| 2009-01-01 | 28.5742930298 |
| 2009-02-01 | 28.5459229253 |
| 2009-03-01 | 28.6804284806 |
| 2009-04-01 | 28.6121734532 |
| 2009-05-01 | 28.8358275348 |
| 2009-06-01 | 28.7987574863 |
| 2009-07-01 | 29.2073428672 |
| 2009-08-01 | 29.3333020430 |
| 2009-09-01 | 29.0894962046 |
| 2009-10-01 | 29.2180005746 |
| 2009-11-01 | 29.2797355252 |
| 2009-12-01 | 29.4762299995 |
| 2010-01-01 | 29.7752256335 |
| 2010-02-01 | 29.9015080604 |
| 2010-03-01 | 30.0529327130 |
| 2010-04-01 | 30.2542877151 |
| 2010-05-01 | 30.0938911512 |
| 2010-06-01 | 30.4571384471 |
| 2010-07-01 | 30.3634604790 |
| 2010-08-01 | 30.4268578146 |
| 2010-09-01 | 30.2875259928 |
| 2010-10-01 | 30.3934579666 |
| 2010-11-01 | 30.3692697443 |
| 2010-12-01 | 30.3975703569 |
| 2011-01-01 | 30.4709760792 |
| 2011-02-01 | 30.4299020632 |
| 2011-03-01 | 30.2980856582 |
| 2011-04-01 | 30.2876759883 |
| 2011-05-01 | 30.3810495143 |
| 2011-06-01 | 30.6215120948 |
| 2011-07-01 | 30.3334159894 |
| 2011-08-01 | 30.3480386416 |
| 2011-09-01 | 30.3790440416 |
| 2011-10-01 | 30.2743637122 |
| 2011-11-01 | 30.1406227185 |
| 2011-12-01 | 30.2168107703 |
| 2012-01-01 | 29.9550409904 |
| 2012-02-01 | 29.8319817023 |
| 2012-03-01 | 29.8220850884 |
| 2012-04-01 | 29.9339814623 |
| 2012-05-01 | 29.9913829364 |
| 2012-06-01 | 30.2221740557 |
| 2012-07-01 | 30.3309986750 |
| 2012-08-01 | 30.2881247860 |
| 2012-09-01 | 30.1462268125 |
| 2012-10-01 | 30.2346643583 |
| 2012-11-01 | 30.2889323353 |
| 2012-12-01 | 30.3248769558 |
| 2013-01-01 | 30.8558454560 |
| 2013-02-01 | 30.6152614961 |
| 2013-03-01 | 30.7257588998 |
| 2013-04-01 | 31.3588234572 |
| 2013-05-01 | 31.2046947628 |
| 2013-06-01 | 31.0531826778 |
| 2013-07-01 | 31.1529708150 |
| 2013-08-01 | 31.2471334635 |
| 2013-09-01 | 31.7206537120 |
| 2013-10-01 | 31.5842731012 |
| 2013-11-01 | 31.7168157232 |
| 2013-12-01 | 31.5146375760 |
| 2014-01-01 | 31.4454105527 |
| 2014-02-01 | 31.4969948389 |
| 2014-03-01 | 31.5361010051 |
| 2014-04-01 | 31.3047373443 |
| 2014-05-01 | 31.2219215378 |
| 2014-06-01 | 31.1815203397 |
| 2014-07-01 | 30.9431508486 |
| 2014-08-01 | 30.9648735116 |
| 2014-09-01 | 31.1929909561 |
| 2014-10-01 | 31.2473613418 |
| 2014-11-01 | 31.9666124973 |
| 2014-12-01 | 31.8078273020 |
| 2015-01-01 | 31.4339224464 |
| 2015-02-01 | 31.5133359375 |
| 2015-03-01 | 31.4808590816 |
| 2015-04-01 | 31.3406130935 |
| 2015-05-01 | 31.2491240400 |
| 2015-06-01 | 31.3722852956 |
| 2015-07-01 | 31.6379877044 |
| 2015-08-01 | 31.7893085003 |
| 2015-09-01 | 31.7813309725 |
| 2015-10-01 | 31.8119200172 |
| 2015-11-01 | 31.7315310594 |
| 2015-12-01 | 31.6869486221 |
| 2016-01-01 | 32.1174900436 |
| 2016-02-01 | 31.9542551902 |
| 2016-03-01 | 31.9611522447 |
| 2016-04-01 | 31.8751734339 |
| 2016-05-01 | 31.8745230603 |
| 2016-06-01 | 31.7391016323 |
| 2016-07-01 | 31.7938664786 |
| 2016-08-01 | 31.7561600639 |
| 2016-09-01 | 31.7691980684 |
| 2016-10-01 | 31.8821552516 |
| 2016-11-01 | 31.8911081247 |
| 2016-12-01 | 32.0681020693 |
| 2017-01-01 | 32.4061175361 |
| 2017-02-01 | 32.1293036782 |
| 2017-03-01 | 32.1730440606 |
| 2017-04-01 | 32.3228155507 |
| 2017-05-01 | 32.4049720440 |
| 2017-06-01 | 32.3813056551 |
| 2017-07-01 | 32.4478265902 |
| 2017-08-01 | 32.4240160385 |
| 2017-09-01 | 32.5604359540 |
| 2017-10-01 | 32.5526424207 |
| 2017-11-01 | 32.5284473738 |
| 2017-12-01 | 32.6471870902 |
| 2018-01-01 | 32.6934225842 |
| 2018-02-01 | 32.7155214643 |
| 2018-03-01 | 32.6960724796 |
| 2018-04-01 | 32.9810871379 |
| 2018-05-01 | 33.0336843871 |
| 2018-06-01 | 33.1218930645 |
| 2018-07-01 | 33.0944740083 |
| 2018-08-01 | 33.0840726539 |
| 2018-09-01 | 32.8505278436 |
| 2018-10-01 | 32.9236926679 |
| 2018-11-01 | 32.9468324641 |
| 2018-12-01 | 33.0460013941 |
| 2019-01-01 | 32.8877781537 |
| 2019-02-01 | 32.8033969053 |
| 2019-03-01 | 32.9017515370 |
| 2019-04-01 | 32.9837319303 |
| 2019-05-01 | 32.9710008254 |
| 2019-06-01 | 33.0419512170 |
| 2019-07-01 | 32.9146149083 |
| 2019-08-01 | 32.9089784425 |
| 2019-09-01 | 32.9349412390 |
| 2019-10-01 | 33.0083669373 |
| 2019-11-01 | 32.9691579939 |
| 2019-12-01 | 32.8422314237 |
| 2020-01-01 | 32.8819439845 |
| 2020-02-01 | 32.8923812201 |
| 2020-03-01 | 32.7803651546 |
| 2020-04-01 | 30.4750749875 |
| 2020-05-01 | 29.6020243869 |
| 2020-06-01 | 30.0753979553 |
| 2020-07-01 | 30.5467946870 |
| 2020-08-01 | 30.7478267474 |
| 2020-09-01 | 30.9315736391 |
| 2020-10-01 | 31.2277859424 |
| 2020-11-01 | 31.0593537527 |
| 2020-12-01 | 31.0730319346 |
| 2021-01-01 | 31.0642387147 |
| 2021-02-01 | 31.1055604272 |
| 2021-03-01 | 31.0531724354 |
| 2021-04-01 | 31.2147121834 |
| 2021-05-01 | 31.1205600416 |
| 2021-06-01 | 30.9332489236 |
| 2021-07-01 | 31.1808143817 |
| 2021-08-01 | 31.0701364439 |
| 2021-09-01 | 30.9168465839 |
| 2021-10-01 | 31.0350531365 |
| 2021-11-01 | 31.0354674604 |
| 2021-12-01 | 30.8833096257 |
| 2022-01-01 | 30.8465591099 |
| 2022-02-01 | 30.9030882537 |
| 2022-03-01 | 30.8074954004 |
| 2022-04-01 | 30.3847151654 |
| 2022-05-01 | 30.6160571719 |
| 2022-06-01 | 30.5369564241 |
| 2022-07-01 | 30.6515933863 |
| 2022-08-01 | 30.6567886763 |
| 2022-09-01 | 30.8113087059 |
| 2022-10-01 | 30.7586439727 |
| 2022-11-01 | 30.7467795053 |
| 2022-12-01 | 30.7892542608 |
| 2023-01-01 | 30.7237099653 |
| 2023-02-01 | 30.7163588573 |
| 2023-03-01 | 30.8679728298 |
| 2023-04-01 | 30.7294223411 |
| 2023-05-01 | 31.0059923692 |
| 2023-06-01 | 31.2606358865 |
| 2023-07-01 | 30.8342280793 |
| 2023-08-01 | 30.9540992931 |
| 2023-09-01 | 31.0011643783 |
| 2023-10-01 | 30.9802942612 |
| 2023-11-01 | 31.0668957270 |
| 2023-12-01 | 31.0786190958 |
| 2024-01-01 | 31.3041717190 |
| 2024-02-01 | 31.4395589797 |
| 2024-03-01 | 31.6390918876 |
| 2024-04-01 | 31.4622599312 |
| 2024-05-01 | 31.3816423414 |
| 2024-06-01 | 31.4476465851 |
| 2024-07-01 | 31.3162536747 |
| 2024-08-01 | 31.4475444715 |
| 2024-09-01 | 31.4933514535 |
| 2024-10-01 | 31.6977307192 |
| 2024-11-01 | 31.7854479321 |
| 2024-12-01 | 31.8689350877 |
| 2025-01-01 | 31.9842686741 |
| 2025-02-01 | 32.0619229508 |
| 2025-03-01 | 32.1315763180 |
| 2025-04-01 | 32.1802044958 |
| 2025-05-01 | 32.1700277609 |
| 2025-06-01 | 32.1475742918 |
| 2025-07-01 | 32.3247180848 |
| 2025-08-01 | 32.4543022151 |
| 2025-09-01 | 32.1820526121 |
| 2025-10-01 | 32.0077927938 |
| 2025-11-01 | 31.7153419986 |
| 2025-12-01 | 32.0614444013 |
| 2026-01-01 | 32.0732072369 |
| 2026-02-01 | 31.7006277400 |
| 2026-03-01 | 31.6576436973 |
| 2026-04-01 | 31.8960527545 |
| 2026-05-01 | 32.2632479852 |
| 2026-06-01 | 33.3728842683 |
| 2026-07-01 | 33.4328263703 |
| 2026-08-01 | 33.4641579462 |
| 2026-09-01 | 32.0826361415 |